{"id":20519,"date":"2026-05-19T10:08:07","date_gmt":"2026-05-19T08:08:07","guid":{"rendered":"https:\/\/o-seznam.cz\/kariera\/489693-python-developer-pro-rag-tym-ai-asistenta-junior-medior\/"},"modified":"2026-05-22T20:31:19","modified_gmt":"2026-05-22T18:31:19","slug":"489693-python-developer-pro-rag-tym-ai-asistenta-junior-medior","status":"publish","type":"post","link":"https:\/\/o-seznam.cz\/kariera\/489693-python-developer-pro-rag-tym-ai-asistenta-junior-medior\/","title":{"rendered":"Python Developer pro RAG t\u00fdm AI Asistenta (Junior, Medior)"},"content":{"rendered":"<p>Pro t\u00fdm vyv\u00edjej\u00edc\u00ed RAG pro Seznam Asistenta hled\u00e1me nov\u00e9ho kolegu nebo kolegyni (klidn\u011b i \u0161ikovn\u00e9ho absolventa), kter\u00fd n\u00e1m pom\u016f\u017ee posunout n\u00e1\u0161 RAG (Retrieval-Augmented Generation) syst\u00e9m na dal\u0161\u00ed \u00farove\u0148. \u010cek\u00e1 v\u00e1s pr\u00e1ce na \u0161pi\u010dkov\u00e9m produktu s re\u00e1ln\u00fdm dopadem na miliony u\u017eivatel\u016f a mo\u017enost pracovat s nejnov\u011bj\u0161\u00edmi trendy v oblasti LLM.<\/p>\n<p>Co je na\u0161\u00edm hlavn\u00edm \u00fakolem?<\/p>\n<p>N\u00e1\u0161 c\u00edl je jasn\u00fd, ale komplexn\u00ed: dodat LLM modelu co nejp\u0159esn\u011bj\u0161\u00ed kontext, pou\u017e\u00edt k tomu co nejni\u017e\u0161\u00ed po\u010det token\u016f a stihnout to v co nejkrat\u0161\u00edm \u010dase p\u0159i vysok\u00e9 z\u00e1t\u011b\u017ei. Pokud v\u00e1s bav\u00ed ladit efektivitu a p\u0159esnost AI odpov\u011bd\u00ed, budete u n\u00e1s jako doma.<\/p>\n<h2>Co v\u00e1s u n\u00e1s \u010dek\u00e1 a na co se m\u016f\u017eete t\u011b\u0161it:<\/h2>\n<ul>\n<li>V\u00fdvoj backendov\u00fdch slu\u017eeb pro Seznam Asistenta v\u00a0<strong>Pythonu<\/strong>\u00a0se zam\u011b\u0159en\u00edm na RAG architekturu.<\/li>\n<li>Pr\u00e1ce s modern\u00ed infrastrukturou \u2013 slu\u017eby provozujeme jako multi-DC v\u00a0<strong>Kubernetes<\/strong>\u00a0a data ukl\u00e1d\u00e1me a vyhled\u00e1v\u00e1me pomoc\u00ed\u00a0<strong>Elasticsearch<\/strong>.<\/li>\n<li>Zapojen\u00ed do n\u00e1vrhu \u0159e\u0161en\u00ed: budeme spole\u010dn\u011b vym\u00fd\u0161let, jak efektivn\u011b \u010distit, indexovat a serv\u00edrovat data pro LLM.<\/li>\n<li>Pr\u00e1ce v prost\u0159ed\u00ed postaven\u00e9m na Linuxu, Kubernetu a CI\/CD (GitLab, Argo CD).<\/li>\n<li>Monitoring syst\u00e9mu (Prometheus, Grafana, Kibana, OpenTelemetry).<\/li>\n<li>Spolupr\u00e1ce v agiln\u00edm t\u00fdmu (Scrum), kde m\u00e1 ka\u017ed\u00fd hlas a mo\u017enost ovlivnit v\u00fdsledn\u00fd produkt.<\/li>\n<\/ul>\n<h2>Hled\u00e1me \u010dlov\u011bka, kter\u00fd:<\/h2>\n<ul>\n<li>Um\u00ed programovat v<strong> Pythonu<\/strong>\u00a0a chce se v n\u011bm d\u00e1l rozv\u00edjet.<\/li>\n<li>Ch\u00e1pe, jak funguje <strong>RAG<\/strong>\u00a0(chytne se v pojmech jako embeddings, vektorov\u00e9 vyhled\u00e1v\u00e1n\u00ed, chunking nebo prompt engineering).<\/li>\n<li>M\u00e1 chu\u0165 <strong>u\u010dit se<\/strong> nov\u00e9 v\u011bci<strong> \u2013\u00a0<\/strong>pozice je otev\u0159en\u00e1 i pro \u0161ikovn\u00e9 absolventy<\/li>\n<li>Zku\u0161enost s Kubernetes nebo Elasticsearch je velkou v\u00fdhodou, ale pokud ji nem\u00e1te, r\u00e1di v\u00e1s to nau\u010d\u00edme.<\/li>\n<li>R\u00e1d pracuje v t\u00fdmu, zapojuje se do technick\u00fdch diskus\u00ed a\u00a0<strong>dotahuje<\/strong> v\u011bci do konce.<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>Pro t\u00fdm vyv\u00edjej\u00edc\u00ed RAG pro Seznam Asistenta hled\u00e1me nov\u00e9ho kolegu nebo kolegyni (klidn\u011b i \u0161ikovn\u00e9ho absolventa), kter\u00fd n\u00e1m pom\u016f\u017ee posunout n\u00e1\u0161 RAG (Retrieval-Augmented Generation) syst\u00e9m na dal\u0161\u00ed \u00farove\u0148. \u010cek\u00e1 v\u00e1s pr\u00e1ce na \u0161pi\u010dkov\u00e9m produktu s re\u00e1ln\u00fdm dopadem na miliony u\u017eivatel\u016f a mo\u017enost pracovat s nejnov\u011bj\u0161\u00edmi trendy v oblasti LLM. Co je na\u0161\u00edm hlavn\u00edm \u00fakolem? N\u00e1\u0161 [&hellip;]<\/p>\n","protected":false},"author":0,"featured_media":0,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_relevanssi_hide_post":"","_relevanssi_hide_content":"","_relevanssi_pin_for_all":"","_relevanssi_pin_keywords":"","_relevanssi_unpin_keywords":"","_relevanssi_related_keywords":"","_relevanssi_related_include_ids":"","_relevanssi_related_exclude_ids":"","_relevanssi_related_no_append":"","_relevanssi_related_not_related":"","_relevanssi_related_posts":"","_relevanssi_noindex_reason":"","footnotes":""},"categories":[239],"tags":[58],"location":[23,30,19],"technology":[69,76,79,91,93,108,52],"landing_category":[259,235],"class_list":["post-20519","post","type-post","status-publish","format-standard","hentry","category-it-a-technologie","tag-plny-uvazek"],"acf":[],"_links":{"self":[{"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/posts\/20519","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/types\/post"}],"replies":[{"embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/comments?post=20519"}],"version-history":[{"count":2,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/posts\/20519\/revisions"}],"predecessor-version":[{"id":20530,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/posts\/20519\/revisions\/20530"}],"wp:attachment":[{"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/media?parent=20519"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/categories?post=20519"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/tags?post=20519"},{"taxonomy":"location","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/location?post=20519"},{"taxonomy":"technology","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/technology?post=20519"},{"taxonomy":"landing_category","embeddable":true,"href":"https:\/\/o-seznam.cz\/kariera\/wp-json\/wp\/v2\/landing_category?post=20519"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}